Viewing enriched Twitter post
@ChrisLaubAI The technical term: algorithmic bias. Pre-training distribution + heavy RLHF. Natural variability collapses into a handful of pre-canned answers optimized for benchmarks. A systemic byproduct of an industry that optimizes for leaderboards, not truth.
{
"score": 0.4,
"score_components": {
"author": 0.09,
"engagement": 0.0,
"quality": 0.1,
"source": 0.135,
"nlp": 0.05,
"recency": 0.025
},
"scored_at": "2026-03-11T13:48:40.311507",
"import_source": "api_import",
"source_tagged_at": "2026-03-11T13:48:40.311516",
"enriched": true,
"enriched_at": "2026-03-11T13:48:40.311518"
}{
"type": "tweet",
"id": "2031725731881820324",
"url": "https://x.com/gerardsans/status/2031725731881820324",
"twitterUrl": "https://twitter.com/gerardsans/status/2031725731881820324",
"text": "@ChrisLaubAI The technical term: algorithmic bias.\n\nPre-training distribution + heavy RLHF.\n\nNatural variability collapses into a handful of pre-canned answers optimized for benchmarks.\n\nA systemic byproduct of an industry that optimizes for leaderboards, not truth.",
"source": "Twitter for iPhone",
"retweetCount": 0,
"replyCount": 0,
"likeCount": 0,
"quoteCount": 0,
"viewCount": 10,
"createdAt": "Wed Mar 11 13:35:36 +0000 2026",
"lang": "en",
"bookmarkCount": 0,
"isReply": true,
"inReplyToId": "2031723495495799266",
"conversationId": "2031662732198674568",
"displayTextRange": [
13,
266
],
"inReplyToUserId": "9284062",
"inReplyToUsername": "gerardsans",
"author": {
"type": "user",
"userName": "gerardsans",
"url": "https://x.com/gerardsans",
"twitterUrl": "https://twitter.com/gerardsans",
"id": "9284062",
"name": "Gerard Sans | Axiom 🇬🇧",
"isVerified": false,
"isBlueVerified": true,
"verifiedType": null,
"profilePicture": "https://pbs.twimg.com/profile_images/1938955632763105280/aBJaOCJJ_normal.jpg",
"coverPicture": "https://pbs.twimg.com/profile_banners/9284062/1751119206",
"description": "",
"location": "London ☔",
"followers": 36044,
"following": 6890,
"status": "",
"canDm": true,
"canMediaTag": false,
"createdAt": "Sat Oct 06 20:04:48 +0000 2007",
"entities": {
"description": {
"urls": []
},
"url": {}
},
"fastFollowersCount": 0,
"favouritesCount": 26338,
"hasCustomTimelines": true,
"isTranslator": false,
"mediaCount": 5087,
"statusesCount": 37996,
"withheldInCountries": [],
"affiliatesHighlightedLabel": {},
"possiblySensitive": false,
"pinnedTweetIds": [
"1741153588959654329"
],
"profile_bio": {
"description": "Founder Axiom // Forging skills for the new era of AI. GDE in AI, Cloud & Angular. Building London's tech & art nexus @nextai_london. Speaker | MC | Trainer.",
"entities": {
"description": {
"hashtags": [],
"symbols": [],
"urls": [],
"user_mentions": [
{
"id_str": "0",
"indices": [
118,
132
],
"name": "",
"screen_name": "nextai_london"
}
]
},
"url": {
"urls": [
{
"display_url": "aws.amazon.com/amplify",
"expanded_url": "http://aws.amazon.com/amplify",
"indices": [
0,
23
],
"url": "https://t.co/ufepRUvlgW"
}
]
}
}
},
"isAutomated": false,
"automatedBy": null
},
"extendedEntities": {},
"card": null,
"place": {},
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "1598365749940310019",
"indices": [
0,
12
],
"name": "Chris Laub",
"screen_name": "ChrisLaubAI"
}
]
},
"quoted_tweet": null,
"retweeted_tweet": null,
"isLimitedReply": false,
"article": null
}